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AUSDM
2008
Springer
246views Data Mining» more  AUSDM 2008»
13 years 10 months ago
A New Evaluation Measure for Imbalanced Datasets
The area of imbalanced datasets is still relatively new, and it is known that the use of overall accuracy is not an appropriate evaluation measure for imbalanced datasets, because...
Cheng G. Weng, Josiah Poon
CIARP
2008
Springer
13 years 10 months ago
Learning and Forgetting with Local Information of New Objects
The performance of supervised learners depends on the presence of a relatively large labeled sample. This paper proposes an automatic ongoing learning system, which is able to inco...
Fernando Vázquez, José Salvador S&aa...
FLOPS
2008
Springer
13 years 10 months ago
Semantics and Pragmatics of New Shortcut Fusion Rules
We study various shortcut fusion rules for languages like Haskell. Following a careful semantic account of a recently proposed rule for circular program transformation, we propose ...
Janis Voigtländer
EISWT
2007
13 years 10 months ago
New Work Modes for Collaborative Writing
In the recent years, due to the emergence of new models of production based on collaboration, collaborative writing tools started to be increasingly used by various communities. D...
Hala Skaf-Molli, Claudia-Lavinia Ignat, Charbel Ra...
EUSFLAT
2007
119views Fuzzy Logic» more  EUSFLAT 2007»
13 years 10 months ago
A New Preprocessing Approach to Preparation of Binary Patterns for FAM Neural Networks
The patterns which are presented to a Fuzzy ARTmap network should be preprocessed in such a way that the data are of appropriate clearance. In order to decrease the degree of simi...
M. Chitsaz, N. Sadati, R. Barzamini, J. Jouzdani, ...